AI Market Analysis | EU | Model ai-market-analysis-v1

Thunderstrike Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4393 at 2026-05-21T22:08:06+00:00.

This analysis stores its market calls and checks them against later snapshots, so future confidence can be adjusted by observed signal reliability. Reports are published transparently so users can evaluate the reasoning and outcomes over time.

Median 3-day move

-4.0%

Observed short-term repricing across the latest item feature set.

Median price volatility

+506.2%

Higher values mean less certainty and more need to check repeat snapshots.

Confidence posture

Adaptive / transparent

Conclusions distinguish observed data, inference, speculation, and scored prior outcomes.

Yesterday

Not enough data for this section yet.

Last 7 Days

Not enough data for this section yet.

Hidden Opportunities

  • Akkarai's TalonsStrong Buy | profit 10g 42s | confidence Medium 54%
  • Vakkiz's ScaleStrong Buy | profit 6g 96s | confidence Low 27%
  • Karrog's SpineStrong Buy | profit 6g 24s | confidence Low 49%
  • Tourmaline LoopStrong Buy | profit 5g 91s | confidence Medium 51%
  • Azurite RingStrong Buy | profit 4g 81s | confidence Low 41%
  • Tome of Conjure WaterStrong Buy | profit 3g 35s | confidence Low 33%
  • Amber BandStrong Buy | profit 3g 30s | confidence Low 38%
  • Great Golden DraeniteStrong Buy | profit 3g 16s | confidence Medium 51%

High-Value, High-Volume Staples

Items in this lane are valuable and sell fast enough to deserve attention even when they are not currently cheap. This catches dependable markets like Mana Thistle instead of only showing discounts or spikes.

  • Mana Thistleprice 37g 98s | sold/day 1,319.7 | auctions 84 | daily value 50135g 19s
  • Large Prismatic Shardprice 21g 44s | sold/day 2,217.1 | auctions 65 | daily value 47554g 49s
  • Primal Fireprice 19g 11s | sold/day 1,080.0 | auctions 128 | daily value 20645g 92s
  • Flask of Relentless Assaultprice 129g 97s | sold/day 156.0 | auctions 52 | daily value 20270g 10s
  • Adamantite Oreprice 1g 61s | sold/day 11,653.6 | auctions 170 | daily value 18875g 26s
  • Noble Topazprice 45g 27s | sold/day 414.9 | auctions 366 | daily value 18782g 94s
  • Primal Waterprice 11g 55s | sold/day 1,567.0 | auctions 77 | daily value 18100g 66s
  • Greater Planar Essenceprice 8g 11s | sold/day 1,918.6 | auctions 36 | daily value 15560g 28s

Current Predictions

These are explicit forward-looking calls. Each one is stored and scored against a later snapshot, then folded into future confidence.

  • Akkarai's TalonsBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 9g 11s | Predicted 13g 42s | Buy zone 8g 89s - 10g 45s | Sell zone 12g 88s - 15g 57sExpected ROI +39.9% | Hold 2.7 days | Sell probability 48%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 54%
  • Akkarai's TalonsBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 9g 11s | Predicted 13g 42s | Buy zone 8g 89s - 10g 45s | Sell zone 12g 88s - 15g 57sExpected ROI +39.9% | Hold 2.7 days | Sell probability 48%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 54%
  • Akkarai's TalonsBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 9g 11s | Predicted 13g 42s | Buy zone 8g 89s - 10g 45s | Sell zone 12g 88s - 15g 57sExpected ROI +39.9% | Hold 2.7 days | Sell probability 48%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 54%
  • Tourmaline LoopWatch / test small | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 4g 99s | Predicted 7g 3s | Buy zone 4g 8s - 4g 80s | Sell zone 6g 74s - 8g 15sExpected ROI +33.6% | Hold 3.1 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Tourmaline LoopWatch / test small | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 4g 99s | Predicted 7g 3s | Buy zone 4g 8s - 4g 80s | Sell zone 6g 74s - 8g 15sExpected ROI +33.6% | Hold 3.1 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Tourmaline LoopWatch / test small | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 4g 99s | Predicted 7g 3s | Buy zone 4g 8s - 4g 80s | Sell zone 6g 74s - 8g 15sExpected ROI +33.6% | Hold 3.1 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Great Golden DraeniteBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 4g 10s | Buy zone 2g 71s - 3g 19s | Sell zone 3g 94s - 4g 76sExpected ROI +30.1% | Hold 6.6 days | Sell probability 54%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Great Golden DraeniteBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 4g 10s | Buy zone 2g 71s - 3g 19s | Sell zone 3g 94s - 4g 76sExpected ROI +30.1% | Hold 6.6 days | Sell probability 54%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Great Golden DraeniteBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 4g 10s | Buy zone 2g 71s - 3g 19s | Sell zone 3g 94s - 4g 76sExpected ROI +30.1% | Hold 6.6 days | Sell probability 54%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Karrog's SpineBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 4g 19s | Predicted 5g 92s | Buy zone 3g 92s - 4g 61s | Sell zone 5g 69s - 6g 87sExpected ROI +34.1% | Hold 2.4 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 49%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Great Rage Potionprice 710g 99s | move +258822.0% | sold/day 81.4
  • Light Shotprice 3g 55s | move +93465.8% | sold/day 26.4
  • Hot Spicesprice 4g 49s | move +69127.7% | sold/day 50.3
  • Lesser Ward of Shieldingprice 20g 15s | move +12529.6% | sold/day 13.1
  • Giant Clam Meatprice 99s 90c | move +11652.9% | sold/day 17.3
  • Cracked Vialprice 29s 89c | move +10206.9% | sold/day 51.9
  • Scroll of Stamina IIIprice 1g 95s | move +2374.4% | sold/day 15.5
  • Mithril Head Troutprice 1s 98c | move +2100.0% | sold/day 40.0

Shortage Watch

  • Refreshing Spring Watersupply 0 | sold/day 124.5 | change -
  • Scroll of Agility IIsupply 0 | sold/day 63.4 | change -
  • Explosive Rocketsupply 0 | sold/day 56.9 | change -
  • Goretusk Liversupply 0 | sold/day 53.9 | change -
  • Crag Boar Ribsupply 0 | sold/day 48.0 | change -
  • Star's Tearssupply 0 | sold/day 47.9 | change -
  • Tough Condor Meatsupply 0 | sold/day 27.9 | change -
  • Filet of Redgillsupply 0 | sold/day 21.0 | change -

What The AI Learned

  • This analysis stores its market calls and checks them against later snapshots, so future confidence can be adjusted by observed signal reliability. Reports are published transparently so users can evaluate the reasoning and outcomes over time.
  • The feedback loop has evaluated 26 previous market calls for this realm/faction; observed hit rate is 42%.
  • Large short-term movers are being treated as investigation targets first, not automatic buys, because Phase 2 launch activity can include both real demand and stockpiler unloading.
  • Opportunity scoring is most reliable when high profit is supported by sold/day and enough auctions to avoid one-listing bait.
  • High-value, high-volume staple markets are tracked even when they are not discounted, because steady sold/day can matter as much as a one-off bargain.
  • The model lowers confidence where stack-level behavior, cancellations, relists, or unknown external events could explain the observed move.

Prediction Feedback

26 previous calls scored. Overall observed hit rate: 42%.

  • Anomaly9 scored | hit rate 33%
  • Opportunity12 scored | hit rate 33%
  • Shortage5 scored | hit rate 80%
  • Other20 category calls scored | hit rate 40%
  • Raw materials2 category calls scored | hit rate 50%
  • Consumables1 category calls scored | hit rate 0%
  • Gems1 category calls scored | hit rate 0%
  • Leather1 category calls scored | hit rate 100%
  • Meat1 category calls scored | hit rate 100%

Known Limits

  • Data is regional-demand informed and auction-house snapshot based; it is not perfect individual realm/player truth.
  • The system cannot identify individual sellers or buyers.
  • The system cannot see stack sizes, cancellations, relisting behaviour, expired auctions, or player-submitted reports.
  • External in-game event visibility is incomplete, so some market movement may be caused by unknown factors.
  • Confidence is reduced when a market has thin history, low sold/day, low auction count, or extreme one-listing price moves.
  • Very low-price items below 10c are ignored unless sold/day is high enough to show real bulk demand.